Polish Academic MCP
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TDQS
Scored across 85 tools
The tool set covers many distinct Polish academic resources, but there is significant overlap in functionality across different repositories (e.g., multiple '*_search' and '*_get_item' tools for different universities). While each tool is tied to a specific source, an agent could easily confuse similar tools like 'agh_search' and 'amu_search' since they perform identical operations on different repositories. The descriptions help differentiate them, but the sheer number of similar tools creates ambiguity.
Most tools follow a consistent 'prefix_verb_noun' naming pattern (e.g., 'agh_search', 'bdl_get_variable', 'saos_dump_judgments'), which is predictable and readable. There are minor deviations, such as 'polon_search' lacking a prefix and 'wolnelektury_filter_books' using a longer prefix, but overall the naming is coherent and follows a clear convention across the set.
With 85 tools, the count is excessive for a single server, making it overwhelming and difficult to navigate. While the server aims to cover many Polish academic resources, the tools could be consolidated (e.g., generic repository search/get tools with parameters) rather than having separate tools for each institution. This bloated count reduces usability and coherence.
The tool set provides broad coverage of Polish academic domains, including repositories, legal sources, statistical data, and cultural archives. Most areas offer search and retrieval capabilities, with few obvious gaps. However, some tools lack update or delete operations (e.g., no tools to modify data), but this is reasonable given the read-only nature of many public APIs. Overall, the surface is comprehensive for its intended purpose.